Huckleberry.ai, Inc. (HUCK) Fair Value 2026

HUCK · Software - Application ·

By CirclFi Research Team · Data from SEC EDGAR, FRED & GDELT

Quality Score

6.5 /10

32 fundamental signals · 2 models active

Value Trap Risk

SAFE (13/100)

Quick Summary — As of 2026-10-07, Huckleberry.ai, Inc. (HUCK) trades at $3.12, versus a $2.73 median fair value across its 2 active models — 12.6% below the current price. QOC: 6.5/10. Value Trap Risk: 13/100 (SAFE). 2/13 models active.

Key Facts

Ticker
HUCK
Price
$3.12
Quality Score
6.5/10
Value Trap Risk
13/100
Models Active
2/13
Last Updated
Strength: Regime Cross-Sectional suggests +19.8% upside with 50% confidence
Risk: Limited model coverage (2/13) may reduce confidence

Is Huckleberry.ai, Inc. (HUCK) Undervalued or Overvalued in 2026?

According to CirclFi’s 2-model valuation engine, Huckleberry.ai, Inc. (HUCK) appears overvalued as of : the median of 2 independent fair value estimates is $2.73, 12.6% below the current price of $3.12. Estimates range from $1.71 to $3.74. HUCK scores 6.5/10 on fundamental quality and 13/100 on value-trap risk.

For context, the median US equity CirclFi rates trades at an implied -20.1% versus its own 13-model consensus, across 3,777 rated companies as of 2026-10-07. HUCK’s -12.6% gap is narrower than that market norm, and the Software - Application sector median is -20.8%. Full market index →

This verdict compares price to intrinsic value only — it is not a buy or sell rating. For the decision case (bull vs bear arguments, risk factors, peers), read Should You Buy Huckleberry.ai, Inc. Stock in 2026? →

What Fair Value Does Each Model Give HUCK?

2 Intrinsic Value Models vs. Current Price ($3.12)

Core Models (Unlocked)
Model Fair Value Upside
Relative · High Conviction
 $3.74 +19.8%
Option-Based · Medium Conviction
 $1.71 -45.0%

All Models Active

All 2 models are displayed above.

What Is Huckleberry.ai, Inc. (HUCK) Worth in 2026?

According to the CirclFi Deep Alpha Valuation Engine, Huckleberry.ai, Inc. presents a highly debated valuation profile at its current price of $3.12. The median intrinsic value is estimated at $2.73 (-12.6% median upside), masking a wide model spread between the 1 bullish models and 1 bearish models. Model dispersion is worth noting: Regime Cross targets $3.74 (+19.8%), versus PWERM at $1.71 (-45.0%). This +64.8% range highlights the importance of multi-model analysis rather than relying on any single methodology.

What Do the Models Say About HUCK?

2 of 13 models are currently active for HUCK. Of these, 1 model suggests upside while 1 model suggests overvaluation. Taken together, their median fair value for HUCK is $2.73 — the figure CirclFi publishes as this stock's fair value. See which stocks rank higher →

How Does HUCK Rank in Software - Application?

Among 261 Software - Application stocks, HUCK ranks #142 by Quality of Company score. CirclFi's QOC score of 6.5/10 evaluates 32 fundamental signals. A score of 6.5 indicates above-average quality.

See all Most Undervalued Software - Application Stocks →

Within the Software - Application space, Huckleberry.ai, Inc. competes in an environment where R&D intensity often separates market leaders from laggards. Understanding these industry-specific dynamics is essential context for interpreting our model outputs.

Is HUCK a Value Trap?

CirclFi's Value Trap algorithm assigns HUCK a score of 13/100 (SAFE). This indicates minimal risk. Fundamentals are healthy. The score cross-references apparent undervaluation against fundamental deterioration signals. Browse lowest value-trap stocks →

Multi-Model Methodology

2 of 13 models are active for Huckleberry.ai, Inc.. Limited activation may indicate insufficient history. Each model applies a fundamentally different valuation philosophy. See the complete methodology →

According to the CirclFi Quality of Company (QOC) framework, which evaluates 32 signals including margin stability, revenue growth trajectory, leverage, and free cash flow generation, Huckleberry.ai, Inc. is rated at 6.5/10. This solid-tier score maintains reasonable quality metrics with some areas for improvement.

The gap between the most bullish and bearish model spans +64.8% — demonstrating why single-model analysis is dangerous. Browse all stocks with 13-model coverage →

Data Sources & Confidence

Every HUCK valuation is built from SEC EDGAR XBRL filings — 700+ standardized financial tags. Macroeconomic context from FRED calibrates discount rates, while GDELT news sentiment feeds into our Sentiment SOTP model. All pipelines run daily. Read the complete data methodology →

Across HUCK's 2 active models, average confidence is 43%. Lower confidence may reflect limited history or high volatility.

CirclFi's output is a research starting point, not a buy/sell signal. All data updates daily. Read the full methodology →

This analysis is produced by the CirclFi Valuation Engine using quantitative models applied to SEC EDGAR filings, public market feeds, and FRED macroeconomic indicators. It is not financial advice.

Read the full investment analysis: Should You Buy Huckleberry.ai, Inc. Stock in 2026? →

Bull case, bear case, risk factors & peer comparison — updated daily

Which Similar Software - Application Stocks Should You Also Analyze?

11 related Software - Application stocks with 13-model coverage

XPERXperi Inc.QOC 6.5WLTHWealthfront CorporationQOC 6.5NXTTNext Technology Holding Inc.QOC 6.5DMRCDigimarc CorporationQOC 6.4SCORcomScore, Inc.QOC 6.5HTCRHeartCore Enterprises, Inc.QOC 6.4SRCOSparta Commercial Services, Inc.QOC 4.7ADBEAdobe Inc.QOC 9.4CRMZCreditRiskMonitor.com, Inc.QOC 7.9ADSKAutodesk, Inc.QOC 9.9PTCPTC Inc.QOC 9.8

Read investment analysis: XPER · WLTH · NXTT · DMRC · SCOR · HTCR · SRCO · ADBE · CRMZ · ADSK · PTC

Which Other Stocks Have a Similar Quality Score to HUCK?

7 companies across all industries closest to HUCK’s Quality of Company score of 6.5/10.

EPSNEpsilon Energy Ltd.QOC 6.5HNGEHinge Health, Inc.QOC 6.5MAINMain Street Capital CorporationQOC 6.5NAVINavient CorporationQOC 6.5RHNORhino Bitcoin Inc.QOC 6.5STEMStem, Inc.QOC 6.5NVDANVIDIA CorporationQOC 10.0

Read investment analysis: EPSN · HNGE · MAIN · NAVI · RHNO · STEM · NVDA

Where Does HUCK Sit in CirclFi's Software - Application Rankings?

HUCK is ranked against every other Software - Application stock CirclFi covers in each of these screens.

See all Software - Application stocks ranked →

What Else Do Investors Ask About Huckleberry.ai, Inc.’s Valuation?

What is Huckleberry.ai, Inc.'s intrinsic value in 2026?

CirclFi puts Huckleberry.ai, Inc. (HUCK)'s intrinsic value at $2.73 — the median of 2 independent model estimates as of 2026-10-07, ranging from $1.71 to $3.74. The Quality of Company score is 6.5/10 across 32 fundamental signals. All models use SEC EDGAR filings updated daily. See our methodology page for how each model works.

Is HUCK overvalued or undervalued right now?

At $3.12, 1 of 2 active models suggest HUCK may be undervalued, while 1 indicate potential overvaluation. The median of all 2 fair value estimates is $2.73, 12.6% below the current price of $3.12 — a consensus view that HUCK is overvalued. The assessment depends on which methodology best fits Huckleberry.ai, Inc.'s business model in Software - Application.

What does a Quality of Company score of 6.5 mean for HUCK?

Huckleberry.ai, Inc.'s QOC of 6.5/10 reflects 32 fundamental signals: profitability margins, revenue growth consistency, balance sheet leverage, free cash flow generation, and capital allocation efficiency. Scores between 5-7 reflect moderate fundamentals with areas for improvement.

How many valuation models does CirclFi run on HUCK?

CirclFi analyzes HUCK with 13 institutional-grade models daily: Bayesian DCF (Monte Carlo + jump-diffusion), EPV (Greenwald zero-growth), EROIC Spread (McKinsey reinvestment), First Chicago (3-scenario), Markov DDM (regime-switching), ML-RIV (machine learning residual income), Dynamic NAV (asset-based), PWERM (option-theoretic), Regime Cross-Sectional (relative), Sentiment SOTP (hybrid), CUCE Ensemble (meta-model), FTNN Topology (neural network), and RCMH-DCF (conditional regime). Currently 2 of 13 are active for this stock. Read the full methodology →

Is HUCK a value trap in 2026?

Huckleberry.ai, Inc.'s Value Trap score is 13/100 (SAFE). This low score indicates the current valuation is not artificially depressed by fundamental deterioration, suggesting genuine opportunity rather than a trap. Browse stocks by value-trap risk →

Cite this analysis — “According to CirclFi’s 2-model valuation engine, Huckleberry.ai, Inc. (HUCK) has a median fair value of $2.73 — 12.6% below the current price of $3.12 — as of 2026-10-07.” Source: circlfi.com/stock/HUCK/ · Methodology
Primary sources for this HUCK valuation
  • Financial statements: Huckleberry.ai, Inc. 10-K and 10-Q filings on SEC EDGAR (CIK 0001505952) — 700+ standardized XBRL tags, published by the U.S. Securities and Exchange Commission.
  • Discount-rate inputs: FRED, Federal Reserve Bank of St. Louis — risk-free rates, VIX, yield curve, inflation.
  • News sentiment: The GDELT Project — global media tone, input to the Sentiment SOTP model.
  • Model definitions: CirclFi methodology — the published specification for all 13 models, including the academic sources each one implements.

Market data for HUCK as of ; valuations recomputed .